| Improving Self-Organizing Maps with Unsupervised Feature Extraction | Sep 4, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Improving the Resolution of CNN Feature Maps Efficiently with Multisampling | May 28, 2018 | General Classificationimage-classification | CodeCode Available | 1 |
| IndoFashion : Apparel Classification for Indian Ethnic Clothes | Apr 6, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Inductive and Transductive Few-Shot Video Classification via Appearance and Temporal Alignments | Jul 21, 2022 | General ClassificationVideo Classification | CodeCode Available | 1 |
| Industrial Machine Tool Component Surface Defect Dataset | Mar 24, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| Informed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems | Mar 29, 2019 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 |
| Instance-based Counterfactual Explanations for Time Series Classification | Sep 28, 2020 | Classificationcounterfactual | CodeCode Available | 1 |
| Instance Localization for Self-supervised Detection Pretraining | Feb 16, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Intent Classification and Slot Filling for Privacy Policies | Jan 1, 2021 | General Classificationintent-classification | CodeCode Available | 1 |
| Interactive Classification by Asking Informative Questions | Nov 9, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| A Two-Stage Approach to Device-Robust Acoustic Scene Classification | Nov 3, 2020 | Acoustic Scene ClassificationClassification | CodeCode Available | 1 |
| Automatically Discovering and Learning New Visual Categories with Ranking Statistics | Feb 13, 2020 | ClusteringGeneral Classification | CodeCode Available | 1 |
| Background Data Resampling for Outlier-Aware Classification | Jun 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Benchmarking Natural Language Understanding Services for building Conversational Agents | Mar 13, 2019 | BenchmarkingGeneral Classification | CodeCode Available | 1 |
| A Survey of Deep Learning Techniques for Weed Detection from Images | Mar 2, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| An Empirical Study of Graph-Based Approaches for Semi-Supervised Time Series Classification | Apr 16, 2021 | Binary ClassificationGeneral Classification | CodeCode Available | 1 |
| Asymmetric Loss For Multi-Label Classification | Sep 29, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| A Self-ensembling Framework for Semi-supervised Knee Cartilage Defects Assessment with Dual-Consistency | May 19, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| A Self-Attention Network based Node Embedding Model | Jun 22, 2020 | General ClassificationLink Prediction | CodeCode Available | 1 |
| Association Graph Learning for Multi-Task Classification with Category Shifts | Oct 10, 2022 | General ClassificationGraph Learning | CodeCode Available | 1 |
| A Survey on Text Classification: From Shallow to Deep Learning | Aug 2, 2020 | ClassificationDeep Learning | CodeCode Available | 1 |
| A Practioner's Guide to Evaluating Entity Resolution Results | Sep 14, 2015 | ClusteringEntity Resolution | CodeCode Available | 1 |
| Dendrite Net: A White-Box Module for Classification, Regression, and System Identification | Apr 8, 2020 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification | Apr 1, 2021 | General ClassificationTransfer Learning | CodeCode Available | 1 |
| Anonymous Walk Embeddings | May 30, 2018 | General ClassificationGraph Classification | CodeCode Available | 1 |
| Anomaly Detection in Time Series with Triadic Motif Fields and Application in Atrial Fibrillation ECG Classification | Dec 9, 2020 | Anomaly DetectionAtrial Fibrillation Detection | CodeCode Available | 1 |
| A Novel Adaptive Minority Oversampling Technique for Improved Classification in Data Imbalanced Scenarios | Mar 24, 2021 | ClusteringGeneral Classification | CodeCode Available | 1 |
| A new Backdoor Attack in CNNs by training set corruption without label poisoning | Feb 12, 2019 | Backdoor AttackGeneral Classification | CodeCode Available | 1 |
| An evidential classifier based on Dempster-Shafer theory and deep learning | Mar 25, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning | Mar 9, 2020 | Few-Shot LearningGeneral Classification | CodeCode Available | 1 |
| A pipeline for fair comparison of graph neural networks in node classification tasks | Dec 19, 2020 | Data AugmentationGeneral Classification | CodeCode Available | 1 |
| AP-Loss for Accurate One-Stage Object Detection | Aug 17, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| An Unsupervised Autoregressive Model for Speech Representation Learning | Apr 5, 2019 | General Classificationmodel | CodeCode Available | 1 |
| A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object Detection | Sep 28, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| The MAMe Dataset: On the relevance of High Resolution and Variable Shape image properties | Jul 27, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| A Deep Graph Wavelet Convolutional Neural Network for Semi-supervised Node Classification | Feb 19, 2021 | General ClassificationNode Classification | CodeCode Available | 1 |
| Are These Birds Similar: Learning Branched Networks for Fine-grained Representations | Jan 16, 2020 | ClassificationDocument Text Classification | CodeCode Available | 1 |
| A Self-supervised Approach for Adversarial Robustness | Jun 8, 2020 | Adversarial RobustnessGeneral Classification | CodeCode Available | 1 |
| A Transformer-based Framework for Multivariate Time Series Representation Learning | Oct 6, 2020 | Computational EfficiencyGeneral Classification | CodeCode Available | 1 |
| A Structured Self-attentive Sentence Embedding | Mar 9, 2017 | Author ProfilingGeneral Classification | CodeCode Available | 1 |
| A Closer Look at Few-shot Classification | Apr 8, 2019 | Domain GeneralizationFew-Shot Learning | CodeCode Available | 1 |
| A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data Set | Mar 31, 2020 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 |
| R&R: Metric-guided Adversarial Sentence Generation | Apr 17, 2021 | Adversarial AttackGeneral Classification | CodeCode Available | 1 |
| Attentional-Biased Stochastic Gradient Descent | Dec 13, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Attention Transfer Network for Aspect-level Sentiment Classification | Oct 23, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification | Nov 1, 2018 | General ClassificationMulti-Label Text Classification | CodeCode Available | 1 |
| A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss | Jun 2, 2020 | DecoderGeneral Classification | CodeCode Available | 1 |
| A unified framework for closed-form nonparametric regression, classification, preference and mixed problems with Skew Gaussian Processes | Dec 12, 2020 | Active LearningBinary Classification | CodeCode Available | 1 |
| Automated detection of COVID-19 cases using deep neural networks with X-ray images | Apr 28, 2020 | Binary ClassificationCOVID-19 Diagnosis | CodeCode Available | 1 |
| An Empirical Study of Example Forgetting during Deep Neural Network Learning | Dec 12, 2018 | General Classification | CodeCode Available | 1 |
